Pt 1: Maintaining the Physics Model within AI & ML with Arnaud Hubaux, ASML

IpX True North Podcast

#Business #Transformation #Enterprise #Model-based #Equity #Inclusion #Operational Excellence #Process #Leadership #Change Management #Organizational Change Management #Tech #Podcasting Education #IpX Institute For Process Excellence #IPX

1:42

Join us for the launch of Season 6 of Biscuits & Jam on Tuesday, March 4th, 2025 with The War and Treaty’s Michael and Tanya Trotter. Learn more about your ad choices. Visit podcastchoices.com/adchoices

4年之前 21:47

MP3•单集首页

In this episode of the True North Podcast, IpX Director of MBE, Max Gravel and Senior Technical Program Manager, ASML, Arnaud Hubaux discuss the challenges of maintaining the physics model in AI/ML with rapidly changing datasets.
Arnaud gives a detailed review of how ASML uses AI to deliver greater value through new products for their customers and to accelerate manufacturing processes by qualifying high performing parts. Max and Arnaud discuss ASML’s unique approach to machine learning solutions with customers and how AI optimizes production and performance. Hear Arnaud break down:

The challenges and necessity of explainability in AI/ML — where a causal clarification is needed between the observed effects and what is really happening physically in order to improve future design
Ensuring continual guaranteed performance upon installation and after deployment of their machines to manage drift and ensure dataset accuracy
The challenge and criticality of safety for people and materials first
Defining and maintaining baselines consisting of thousands of parameters between both design and production
Understanding the change impact to physics models: how to perform validation and verifications activities on the physics models before changes are applied to the customer product in order to mitigate risks with machine behavior.

Connect with IpX to hear from more industry thought leaders and to learn about the True North service model for improving your organization. https://ipxhq.com/

Stay in touch with us!

All podcasts produced by Elevate Media Group.

44集单集

Pt 1: Maintaining the Physics Model within AI & ML with Arnaud Hubaux, ASML

IpX True North Podcast

published 4年之前

MP3•单集首页

The challenges and necessity of explainability in AI/ML — where a causal clarification is needed between the observed effects and what is really happening physically in order to improve future design
Ensuring continual guaranteed performance upon installation and after deployment of their machines to manage drift and ensure dataset accuracy
The challenge and criticality of safety for people and materials first
Defining and maintaining baselines consisting of thousands of parameters between both design and production
Understanding the change impact to physics models: how to perform validation and verifications activities on the physics models before changes are applied to the customer product in order to mitigate risks with machine behavior.

Connect with IpX to hear from more industry thought leaders and to learn about the True North service model for improving your organization. https://ipxhq.com/

Stay in touch with us!

All podcasts produced by Elevate Media Group.

44集单集

所有剧集

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IpX True North Podcast

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IpX True North Podcast

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IpX True North Podcast

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IpX True North Podcast

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IpX True North Podcast

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IpX True North Podcast

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IpX True North Podcast

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IpX True North Podcast

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IpX True North Podcast

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IpX True North Podcast

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3 years之前37:47

37:47

In this IpX #TrueNorth Podcast, Sean Stavropoulos tells us how he turned passion into purpose as Co-founder/CTO of Boulevard. Sean shares the origin of Boulevard and the major roles that market research, product complexity, process development, and workplace culture played in developing a robust, adaptable product built for the best client experience. Learn more about Boulevard: https://www.joinblvd.com/ Follow Boulevard: Twitter LinkedIn Instagram Facebook Watch this episode on YouTube. Bio: Sean Stavropoulos is co-founder and CTO of Boulevard, provider of the client experience platform used by more than 25,000 professionals in more than 2,000 salons, spas, and other self-care businesses across the US. In his role as CTO, Sean leads the company’s various technical teams while establishing its strategic product vision. Prior to co-founding Boulevard in 2016, Sean was vice president of engineering at Fullscreen, where he oversaw the technical design and development of the company’s core technology and payments products. His career also includes a stint as a systems engineer for Honeywell Aerospace. A resident of Los Angeles, CA, Sean holds a Bachelor of Science in Aerospace Engineering from California Polytechnic State University, San Luis Obispo. Connect with IpX to hear more industry thought leaders. Learn how IpX can help your organization evolve with our functional blueprint for the ecosystem of tomorrow. Drive innovation, create a better customer experience, and enable your workforce as an organization built for change, speed, quality and resiliency. www.IpXhq.com Stay in touch with us! Follow us on social: LinkedIn , Twitter , Facebook Contact us for info on IpX or for interest in being a podcast guest: info@ipxhq.com All podcasts produced by Elevate Media Group .…

IpX True North Podcast

1
Understanding the FDA Approval Process in Healthcare with Rachel Bartholomew, Hyivy 36:15

3 years之前36:15

36:15

In this IpX #TrueNorth Podcast, Rachel Bartholomew, Founder/CEO of Hyivy Health shares with IpX’s Brandy Taylor how starting Hyivy led her to researching how consumers can educate themselves on FDA approved healthcare devices and the importance of language and product advertising surrounding FDA approvals. Rachel dives into the approval process itself and why many companies opt to go direct-to-market. Rachel and Brandy also discuss the difference between FDA regulated and unregulated devices intended for healthcare, and its impact on consumers' healthcare choices and outcomes. Watch this episode on YouTube. Learn more about Hyivy Health: http://www.hyivy.com/ Hyivy on LinkedIn Hyivy on Facebook Hyivy on Twitter Hyivy on Instagram Connect with IpX to hear more industry thought leaders. Learn how IpX can help your organization evolve with our functional blueprint for the ecosystem of tomorrow. Drive innovation, create a better customer experience, and enable your workforce as an organization built for change, speed, quality and resiliency. www.IpXhq.com Stay in touch with us! Follow us on social: LinkedIn , Twitter , Facebook Contact us for info on IpX or for interest in being a podcast guest: info@ipxhq.com All podcasts produced by Elevate Media Group .…

IpX True North Podcast

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Highlighting Industry Collaborations and the IpX Congress with IpX Congress Chair, Mike McKinney, Ep. 16 35:38

3 years之前35:38

35:38

In this IpX #TrueNorth Podcast, experience the origin and mission of the IPX Global Congress, the benefit of learning from other industries, and the importance of CM2 from IpX Congress Chair, Mike McKinney, and VP of Services, Brandy Taylor. Mike shares his path into CM, how CM2 has defined his role, and how to get connected to the Congress. Together, they share their experiences improving themselves and their businesses through collaboration in the Congress. Connect with IpX to hear more industry thought leaders. Learn how IpX can help you create your company’s DNA and how our True North service model empowers your organization to bring the most innovative products to market with true sustainability and scalability through our process experts. www.IpXhq.com Watch: https://youtu.be/PVckJwKw_C4 Tags: #IpX #CM2 #ChangeManagement #ConfigurationManagement #CrossIndustry #Technology #IndustryCollaborations #IPXCongress Stay in touch with us! Follow us on social: LinkedIn , Twitter , Facebook Contact us for info on IpX or for interest in being a podcast guest: info@ipxhq.com All podcasts produced by Elevate Media Group .…

IpX True North Podcast

1
Unifying Teamwork, Transformation, and Project Management with IpX’s Janeen Henning, Ep. 15 38:40

3 years之前38:40

38:40

The IpX #TrueNorth Podcast starts 2022 with a lesson in setting, achieving, and measuring realistic goals from IpX Chief of Transformation, Janeen Henning, and VP of Services, Brandy Taylor. Janeen shares her path to IpX, and together they share their expertise in project management. Follow along to hear: Janeen’s career path to cross-functional leadership through connections and learning new areas of business How CM2 was important in her previous roles following customer incidents Lessons learned from past organizational transformations How a common vision and perspective from team members at all levels is invaluable to success Shaping your own program management skill set and setting short and long term goals Tips for progress and organization for a successful 2022 Connect with IpX to hear more industry thought leaders. Learn how IpX can help you create your company’s DNA and how our True North service model empowers your organization to bring the most innovative products to market with true sustainability and scalability through our process experts. www.IpXhq.com Stay in touch with us! Follow us on social: LinkedIn , Twitter , Facebook Contact us for info on IpX or for interest in being a podcast guest: info@ipxhq.com All podcasts produced by Elevate Media Group .…

IpX True North Podcast

1
Beyond Engineering: The Role of Everyone in Configuration Management 39:36

3 years之前39:36

39:36

In this week’s IpX True North Podcast episode, IpX's own Ray Wozny, CEO, and Brandy Taylor, VP of Services, go beyond engineering to discuss everyone’s role in enterprise change and configuration management. Key Points: 1:30 - The common, somewhat confusing definition for traditional configuration management (CM) 4:04 - Ray dives into the evolution and transformation of CM from a subset within the company to an integrated part of an organization 8:15 - Foundation of a robust digital thread 12:40 - The down flow of configuration management across organizational functions 14:27 - Understanding how complex a simple change can be and how a central change process can improve it 17:54 - Everyone is responsible for quality 22:00 - Focus on repeatability and accuracy of processes 24:00 - How CM applies to all functions including Marketing, HR, and Shipping, and those processes affect other functions. 28:59 - The function or domain that suffers the most from not being as integrated intentionally into the process 32:50 - Recommendations on how individuals can start to change the culture of their organizations Connect with IpX to hear more industry thought leaders. Learn how IpX can help you create your company’s DNA and how our True North service model empowers your organization to bring the most innovative products to market with true sustainability and scalability through our process experts. Stay in touch with us! Follow us on social: LinkedIn , Twitter , Facebook Contact us for info on IpX or for interest in being a podcast guest: info@ipxhq.com All podcasts produced by Elevate Media Group .…

IpX True North Podcast

1
Driving Change and Connectedness through Open Communication and Constant Curiosity with Cindy Price, Yanfeng 29:41

3 years之前29:41